compositional understanding

Cross-Modal Masked Compositional Concept Modeling for Enhancing Visio-Linguistic Compositionality ACL 2026 More Than Meets the Eye: Measuring the Semiotic Gap in Vision-Language Models via Semantic Anchorage ACL 2026 PowerCLIP: Powerset Alignment for Contrastive Pre-Training CVPR 2026 A Diagnostic Framework for Auditing Reference-Free Vision-Language Metrics IJCNLP 2025 Causal Graphical Models for Vision-Language Compositional Understanding ICLR 2025 Enhancing Vision-Language Compositional Understanding with Multimodal Synthetic Data CVPR 2025 VideoComp: Advancing Fine-Grained Compositional and Temporal Alignment in Video-Text Models CVPR 2025 3DCoMPaT200: Language Grounded Large-Scale 3D Vision Dataset for Compositional Recognition NeurIPS 2024 Diagnosing the Compositional Knowledge of Vision Language Models from a Game-Theoretic View ICML 2024 Interpretable Diffusion via Information Decomposition ICLR 2024 Incorporating Structured Representations into Pretrained Vision & Language Models Using Scene Graphs EMNLP 2023 When and Why Vision-Language Models Behave like Bags-Of-Words, and What to Do About It? ICLR 2023